Towards Machine Learning of Predictive Models from Ecological Data.
Alireza Tamaddoni-NezhadDavid BohanAlan RaybouldStephen MuggletonPublished in: ILP (2014)
Keyphrases
- experimental data
- machine learning
- predictive model
- raw data
- data analysis
- data sets
- database
- learning models
- synthetic data
- data processing
- machine learning models
- background knowledge
- knowledge discovery
- data points
- active learning
- data sources
- learning algorithm
- data quality
- big data
- neural network
- data mining tools
- data collection
- data structure
- image data
- prior knowledge
- accurate models
- machine learning approaches
- incomplete data
- data mining
- classification models
- original data
- databases
- statistical methods
- machine learning methods
- data distribution
- feature selection
- sensor data
- decision trees
- database systems
- machine learning algorithms
- model selection
- computer systems
- information extraction